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Publication DateArticle TitleAuthor(s)
Oct-2011Neyman-Pearson classification, convexity and stochastic constraintsRigollet, Philippe; Tong, Xin
2012A Quasi Monte Carlo Method for Large-Scale Inverse ProblemsPolydorides, Nick; Wang, Mengdi; Bertsekas, Dimitri P.
Feb-2014Optimal Learning with Q-aggregationLecué, Guillaume; Rigollet, Philippe
Apr-2013The multi-armed bandit problem with covariatesPerchet, Vianney; Rigollet, Philippe
Apr-2012Existence, minimality and approximation of solutions to BSDEs with convex driversCheridito, Patrick; Stadje, Mitja
2014Optimal Trade Execution under Stochastic Volatility and LiquidityCheridito, Patrick; Sepin, Tardu
2015Multidimensional quadratic and subquadratic BSDEs with special structureCheridito, Patrick; Nam, Kihun
Apr-2012Kullback–Leibler aggregation and misspecified generalized linear modelsRigollet, Philippe
Jun-2012Deviation optimal learning using greedy Q-aggregationDai, Dong; Rigollet, Philippe; Zhang, Tong
2017Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction QualityKpotufe, S; Verma, N